34 results
(View BibTeX file of all listed publications)

**Towards Geometric Understanding of Motion**
University of Tübingen, December 2019 (phdthesis)

**Semi-supervised learning, causality, and the conditional cluster assumption**
*NeurIPS 2019 Workshop “Do the right thing”: machine learning and causal inference for improved decision making*, December 2019 (poster)

**Optimal experimental design via Bayesian optimization: active causal structure learning for Gaussian process networks**
*NeurIPS 2019 Workshop “Do the right thing”: machine learning and causal inference for improved decision making*, December 2019 (poster)

**Robot Learning for Muscular Systems**
Technical University Darmstadt, Germany, December 2019 (phdthesis)

**Real Time Probabilistic Models for Robot Trajectories**
Technical University Darmstadt, Germany, December 2019 (phdthesis)

**Reinforcement Learning for a Two-Robot Table Tennis Simulation**
RWTH Aachen University, Germany, July 2019 (mastersthesis)

**Demo Abstract: Fast Feedback Control and Coordination with Mode Changes for Wireless Cyber-Physical Systems**
*Proceedings of the 18th ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN)*, pages: 340-341, 18th ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN), April 2019 (poster)

**Fast and Resource-Efficient Control of Wireless Cyber-Physical Systems**
KTH Royal Institute of Technology, Stockholm, Febuary 2019 (phdthesis)

**X-ray microscopic characterization of high-Tc-supercoductors using image processing**
Universität Stuttgart, Stuttgart, 2019 (mastersthesis)

**Learning Transferable Representations**
University of Cambridge, UK, 2019 (phdthesis)

**Sample-efficient deep reinforcement learning for continuous control**
University of Cambridge, UK, 2019 (phdthesis)

**Ferromagnetic colloids in liquid crystal solvents**
Universität Stuttgart, Stuttgart, 2019 (phdthesis)

**Fluctuating interface with a pinning potential**
Universität Stuttgart, Stuttgart, 2019 (mastersthesis)

**Spatial Filtering based on Riemannian Manifold for Brain-Computer Interfacing**
Technical University of Munich, Germany, 2019 (mastersthesis)

**Pragmatism and Variable Transformations in Causal Modelling**
ETH Zurich, 2019 (phdthesis)

**Perception of temporal dependencies in autoregressive motion**
European Conference on Visual Perception (ECVP), 2019 (poster)

**Novel X-ray lenses for direct and coherent imaging**
Universität Stuttgart, Stuttgart, 2019 (phdthesis)

**Formally justified and modular Bayesian inference for probabilistic programs**
University of Cambridge, UK, 2019 (phdthesis)

**Prototyping Micro- and Nano-Optics with Focused Ion Beam Lithography**
SL48, pages: 46, SPIE.Spotlight, SPIE Press, Bellingham, WA, 2019 (book)

**Quantification of tumor heterogeneity using PET/MRI and machine learning**
Eberhard Karls Universität Tübingen, Germany, 2019 (phdthesis)

**Controlling pattern formation in the confined Schnakenberg model**
Universität Stuttgart, Stuttgart, 2019 (mastersthesis)

**Phenomenal Causality and Sensory Realism**
European Conference on Visual Perception (ECVP), 2019 (poster)

**Advances in Probabilistic Modelling: Sparse Gaussian Processes, Autoencoders, and Few-shot Learning**
University of Cambridge, UK, 2019 (phdthesis)

**High-density hydrogen monolayer formation and isotope diffusion in porous media**
Universität Stuttgart, Stuttgart, 2019 (phdthesis)

**Learning-based Approximate Model Predictive Control with Guarantees - Joining Neural Networks with Recent Robust MPC**
ETH Zürich, 2019 (mastersthesis)

**Interfaces in fluids of ionic liquid crystals**
Universität Stuttgart, Stuttgart, 2019 (phdthesis)

**Event-triggered Learning for Linear Quadratic Control**
2019 (techreport)

**Actively Learning Dynamical Systems with Gaussian Processes**
Mines ParisTech, PSL University, 2019 (mastersthesis)

**Advances in Large Margin Classifiers**
pages: 422, Neural Information Processing, MIT Press, Cambridge, MA, USA, October 2000 (book)

**Selbst- und Fremddiffusion in amorphem Si28C36N36 und Si3N4**
Universität Stuttgart, Stuttgart, 2000 (phdthesis)

**Diffusion von Wasserstoff in Lavesphasen / Diffusion von Wasserstoff in heterogenen Systemen.**
Universität Stuttgart, Stuttgart, 2000 (phdthesis)

**Untersuchung von Magnetisierungsprozessen in dünnen Nd2Fe14B-Schichten**
Universität Stuttgart, Stuttgart, 2000 (phdthesis)

**Kernspinresonanzuntersuchungen an nanostrukturiertem Vanadiumhydrid und dem Legierungssystem Nb 0.34Ta0.66H0.044**
Universität Stuttgart, Stuttgart, 2000 (phdthesis)

**Ab-initio Berechnung von Spinwellenspektren in verschiedenen intermetallischen Verbindungen - Implementation einer full-spin LMTO-Methode.**
Universität Stuttgart, Stuttgart, 2000 (mastersthesis)